Journal of evaluation in clinical practice
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Social determinants of health (SDOH) are being considered more frequently when providing orthopaedic care due to their impact on treatment outcomes. Simultaneously, prognostic machine learning (ML) models that facilitate clinical decision making have become popular tools in the field of orthopaedic surgery. When ML-driven tools are developed, it is important that the perpetuation of potential disparities is minimized. One approach is to consider SDOH during model development. To date, it remains unclear whether and how existing prognostic ML models for orthopaedic outcomes consider SDOH variables. ⋯ The current level of reporting and consideration of SDOH during the development of prognostic ML models for orthopaedic outcomes is limited. Healthcare providers should be critical of the models they consider using and knowledgeable regarding the quality of model development, such as adherence to recognized methodological standards. Future efforts should aim to avoid bias and disparities when developing ML-driven applications for orthopaedics.
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When we are faced with health challenges, we have to choose a treatment from several alternatives. Most of the time, we must make a choice even though some information regarding the options is missing. Previous research found that missing information systematically impacts our choices. ⋯ The results highlight the importance of discussing the issue of missing information with healthcare consumers and patients.
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Increasing demand for hospital services can lead to overcrowding and delays in treatment, poorer outcomes and a high cost-burden. The medical ambulatory care service (MACS) provides out of hospital patient care, including diagnostic and therapeutic interventions for patients that require urgent attention, but which can be safely administered in the ambulatory environment. The programme is yet to be rigorously evaluated. ⋯ MACS was found to be cost-effective for GP and ward-referred groups, but the expected impact for ED-referred patients is sensitive to assumptions. Expansion of the service for GP-referred patients is expected to reduce hospitalizations the most and generate the largest net cost savings.
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Patients who seek healthcare for long-lasting pain and symptoms without a detectable disease must put in extra work to be taken seriously and gain recognition as a patient. However, little is known about how patients' help-seeking is performed in clinical practice. The aim of the current study was to gain knowledge about the ways in which patients with chronic muscle pain position themselves as help-seekers during their first physiotherapy encounter. ⋯ Patients with chronic muscle pain seek to establish their legitimacy through the positivistic discourse of medicine and also through their compliance with the moral discourse of the patient as someone active, willing to take responsibility for their own health-and therefore worthy of treatment.
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Low-value care in public health can be addressed via disinvestment with the support of disinvestment research generated evidence. Consumers' views of disinvestment have rarely been explored despite the potential effects of this process on the care they will receive and the importance of consumer participation in decision-making in public healthcare. ⋯ Consumers' main perception of disinvestment processes was that the removal of a clinical care activity depended on financial imperatives from hospital administration and political agendas. This tended to cause suspicion about reasons behind the removal of care, which overshadowed comprehension of the ineffective/inconclusive evidence that were key to disinvestment.